Triple
T1189680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, Massachusetts |
E25328
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Amherst Block Party
The Amherst Block Party is an annual community street festival in downtown Amherst, Massachusetts, featuring live entertainment, local vendors, food, and family-friendly activities.
|
E136201
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Amherst Block Party | Statement: [Amherst, Massachusetts, hasCulturalEvent, Amherst Block Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst Block Party Context triple: [Amherst, Massachusetts, hasCulturalEvent, Amherst Block Party]
-
A.
New Bedford Folk Festival
The New Bedford Folk Festival is an annual music and arts event in New Bedford, Massachusetts, showcasing folk musicians, artisans, and cultural performances from the region and beyond.
-
B.
Art on the Avenue festival
The Art on the Avenue festival is an annual community arts and music street festival in Alexandria, Virginia’s Del Ray neighborhood, featuring local artists, live performances, food, and family-friendly activities.
-
C.
Ithaca Festival
Ithaca Festival is an annual community arts and music celebration in downtown Ithaca, New York, featuring local performers, parades, and cultural activities.
-
D.
Wellfleet OysterFest
Wellfleet OysterFest is an annual fall festival in Wellfleet, Massachusetts, celebrating the town’s famous oysters with food, music, and community events.
-
E.
Denison Fall Festival
Denison Fall Festival is an annual community celebration in Denison, Texas featuring local vendors, live entertainment, food, and family-friendly activities that highlight the town’s culture and downtown area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Amherst Block Party Triple: [Amherst, Massachusetts, hasCulturalEvent, Amherst Block Party]
Generated description
The Amherst Block Party is an annual community street festival in downtown Amherst, Massachusetts, featuring live entertainment, local vendors, food, and family-friendly activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amherst Block Party Target entity description: The Amherst Block Party is an annual community street festival in downtown Amherst, Massachusetts, featuring live entertainment, local vendors, food, and family-friendly activities.
-
A.
New Bedford Folk Festival
The New Bedford Folk Festival is an annual music and arts event in New Bedford, Massachusetts, showcasing folk musicians, artisans, and cultural performances from the region and beyond.
-
B.
Art on the Avenue festival
The Art on the Avenue festival is an annual community arts and music street festival in Alexandria, Virginia’s Del Ray neighborhood, featuring local artists, live performances, food, and family-friendly activities.
-
C.
Ithaca Festival
Ithaca Festival is an annual community arts and music celebration in downtown Ithaca, New York, featuring local performers, parades, and cultural activities.
-
D.
Wellfleet OysterFest
Wellfleet OysterFest is an annual fall festival in Wellfleet, Massachusetts, celebrating the town’s famous oysters with food, music, and community events.
-
E.
Denison Fall Festival
Denison Fall Festival is an annual community celebration in Denison, Texas featuring local vendors, live entertainment, food, and family-friendly activities that highlight the town’s culture and downtown area.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd57c3c481908bdca483fcaa3297 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac764ccb1c8190a302137a0e67cb88 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac76e1b430819092669c6e83d7a62c |
completed | March 7, 2026, 7:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac77670fa08190827ef34ba9d52a70 |
completed | March 7, 2026, 7:07 p.m. |
Created at: March 1, 2026, 7:45 p.m.